{"id":"W4319311385","doi":"10.1016/j.jval.2022.12.004","title":"A Roadmap for Increasing the Usefulness and Impact of Patient-Preference Studies in Decision Making in Health: A Good Practices Report of an ISPOR Task Force","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Task force; Preference; Task (project management); Outcomes research; Comparative effectiveness research; Medicine; Management science; Psychology; Medical physics; Alternative medicine; Political science; Engineering; Economics; Systems engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05450365,0.0001640533,0.001292274,0.0008572651,0.0001230873,0.00002381867,0.00019802,0.00009015395,0.000003667669],"category_scores_gemma":[0.02380875,0.0001591144,0.00007041572,0.0007963181,0.00007416714,0.0005121031,0.00008832425,0.0001958792,0.000003020773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00098934,"about_ca_system_score_gemma":0.0008426739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06364265,"about_ca_topic_score_gemma":0.005836842,"domain_scores_codex":[0.990948,0.001347577,0.006468519,0.0005712087,0.0001375993,0.0005270559],"domain_scores_gemma":[0.9829267,0.008080654,0.008313548,0.0004966805,0.00008008687,0.000102362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003610259,0.0002681575,0.8941959,0.005332007,0.000050356,0.000007507942,0.05297392,0.03319097,0.000001969421,0.007845822,0.0002580059,0.005514387],"study_design_scores_gemma":[0.001674529,0.001024605,0.8158555,0.004150214,0.000002866671,0.00004318216,0.02270116,0.112677,0.000002605756,0.04127453,0.0003336627,0.000260134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874479,0.004596609,0.0002044599,0.005526595,0.0002162405,0.001827218,0.0001499824,0.00001386449,0.0000170895],"genre_scores_gemma":[0.994907,0.0008885284,0.003415691,0.0005256389,0.00003934311,0.0001790801,0.00001604434,0.00002275052,0.000005911148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07948606,"threshold_uncertainty_score":0.9844141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6683350970802836,"score_gpt":0.532583760693091,"score_spread":0.1357513363871926,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}